Triple
T20735987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malakoff, Texas |
E509706
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object | Malakoff Middle School |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Malakoff Middle School | Statement: [Malakoff, Texas, hasMiddleSchool, Malakoff Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malakoff Middle School Context triple: [Malakoff, Texas, hasMiddleSchool, Malakoff Middle School]
-
A.
Malakoff High School
Malakoff High School is a public secondary school serving students in the small East Texas community of Malakoff and the surrounding area.
-
B.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
C.
Edmund W. Miles Middle School
Edmund W. Miles Middle School is a public middle school serving students in the Amityville area of Long Island, New York.
-
D.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
E.
Thomas A. Blake Middle School
Thomas A. Blake Middle School is a public middle school serving students in grades 6–8 in the town of Medfield, Massachusetts.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malakoff Middle School Target entity description: Malakoff Middle School is a public middle school serving students in the Malakoff Independent School District in Malakoff, Texas.
-
A.
Malakoff High School
Malakoff High School is a public secondary school serving students in the small East Texas community of Malakoff and the surrounding area.
-
B.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
C.
Edmund W. Miles Middle School
Edmund W. Miles Middle School is a public middle school serving students in the Amityville area of Long Island, New York.
-
D.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
E.
Thomas A. Blake Middle School
Thomas A. Blake Middle School is a public middle school serving students in grades 6–8 in the town of Medfield, Massachusetts.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c20a02d48190bba22d1bdbeb370d |
completed | April 21, 2026, 12:17 a.m. |
Created at: April 16, 2026, 12:31 p.m.